Alvin Wan – Medium

Alvin Wan

Alvin Wan
in
riselab

Making Decision Trees Accurate Again: Explaining what Explainable AI did not

Combining neural networks and decision trees for accurate and interpretable computer vision models (and how our method works).

Apr 17, 2020

Making Decision Trees Accurate Again: Explaining what Explainable AI did not

Apr 17, 2020

Alvin Wan
in
Towards Data Science

What Explainable AI fails to explain (and how we fix that)

Neural networks are accurate but un-interpretable. Decision Trees are interpretable but inaccurate in computer vision. We have a solution.

Apr 17, 2020

What Explainable AI fails to explain (and how we fix that)

Apr 17, 2020

Alvin Wan

Alvin Wan

PhD in AI at UC Berkeley, focusing on small neural networks in perception for autonomous vehicles. Big fan of cheesecake, corgis, Disneyland. https://aaalv.in

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